Machine Learning Engineering Intern
Dublin, Co. Dublin, Ireland
UL Solutions
UL Solutions is a global independent safety science company with more than a century of expertise innovating safety solutions.UL Solutions’ AI Lab develops Artificial Intelligence-powered components and APIs for the company’s software products and services.
- Drive own work in a team data science project end-to-end: from data analysis to model training and microservice deployment
- Write clean and maintainable Python code
- Test software and fix bugs
- Participate in code reviews
- Conduct additional data science tasks as required, including but not limited to training data expansion, coordinating data annotation with our annotation vendor, training and deploying models
- Student of Computer Science, Data Science, Computational Linguistics or a related field
- Strong Python coding skills
- Understanding of NLP advanced techniques for text classification, entity recognition and/or text summarization
- Interest and/or experience on neural methods of NLP, including word embeddings
- Interest in design software architecture
- Ability to write robust and testable code
- An analytical mind with problem-solving abilities
- Excellent communication and teamwork skills
- A strong desire to learn new Machine Learning algorithms and approaches
- A passion for learning how to take experimental code to the next level and turn it into efficient and elegant production code
Desirable Skills:
- Experience with code version control tools like git, github, etc.
- Experience with deep learning and machine learning frameworks (like Pytorch, TensorFlow or Keras) and libraries (like Scikit-learn, Spacy, etc.)
- Ability to write high quality production code, including unit test cases
- Demonstrated effective interpersonal, influencing, collaboration and listening skills
- Experience of working in an Agile environment & Agile Project Management
- Experience in Azure (or another cloud-based platform), Docker, Kubernetes, etc.
Tags: Agile APIs Architecture Azure Classification Computer Science Data analysis Deep Learning Docker Engineering Git GitHub Keras Kubernetes Linguistics Machine Learning Model training NLP Python PyTorch Scikit-learn spaCy TensorFlow
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